Overview

Dataset Statistics

Number of Variables 137
Number of Rows 250000
Missing Cells 0
Missing Cells (%) 0.0%
Duplicate Rows 0
Duplicate Rows (%) 0.0%
Total Size in Memory 263.2 MB
Average Row Size in Memory 1.1 KB

Variable Types

Numerical 137

Variables

date

numerical

Distinct Count 45
Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 22.8491
Minimum 0
Maximum 44
Zeros 4781
Zeros (%) 1.9%
Negatives 0
Negatives (%) 0.0%

Quantile Statistics

Minimum 0
5-th Percentile 1
Q1 12
Median 23
Q3 35
95-th Percentile 43
Maximum 44
Range 44
IQR 23

Descriptive Statistics

Mean 22.8491
Standard Deviation 13.4218
Variance 180.1454
Sum 5.7123e+06
Skewness -0.01444
Kurtosis -1.2176
Coefficient of Variation 0.5874

weight

numerical

Distinct Count 194227
Unique (%) 77.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 2.5314
Minimum 0
Maximum 163.6118
Zeros 55774
Zeros (%) 22.3%
Negatives 0
Negatives (%) 0.0%

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0.09442
Median 0.565
Q3 2.1052
95-th Percentile 11.8013
Maximum 163.6118
Range 163.6118
IQR 2.0108

Descriptive Statistics

Mean 2.5314
Standard Deviation 6.7413
Variance 45.4456
Sum 632839.5604
Skewness 7.5223
Kurtosis 86.6624
Coefficient of Variation 2.6631

resp_1

numerical

Distinct Count 249789
Unique (%) 99.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.00031411
Minimum -0.1888
Maximum 0.2421
Zeros 0
Zeros (%) 0.0%
Negatives 118909
Negatives (%) 47.6%

Quantile Statistics

Minimum -0.1888
5-th Percentile -0.009903
Q1 -0.002073
Median 0.00018706
Q3 0.002724
95-th Percentile 0.01195
Maximum 0.2421
Range 0.4309
IQR 0.004797

Descriptive Statistics

Mean 0.00031411
Standard Deviation 0.008822
Variance 7.7828e-05
Sum 78.5273
Skewness 0.2011
Kurtosis 36.9261
Coefficient of Variation 28.0858

resp_2

numerical

Distinct Count 249783
Unique (%) 99.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.00036545
Minimum -0.2442
Maximum 0.2704
Zeros 0
Zeros (%) 0.0%
Negatives 120160
Negatives (%) 48.1%

Quantile Statistics

Minimum -0.2442
5-th Percentile -0.01443
Q1 -0.003182
Median 0.00023422
Q3 0.003786
95-th Percentile 0.01731
Maximum 0.2704
Range 0.5146
IQR 0.006968

Descriptive Statistics

Mean 0.00036545
Standard Deviation 0.01254
Variance 0.00015729
Sum 91.3629
Skewness 0.2111
Kurtosis 25.6552
Coefficient of Variation 34.3175

resp_3

numerical

Distinct Count 249987
Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.00069557
Minimum -0.3325
Maximum 0.3266
Zeros 0
Zeros (%) 0.0%
Negatives 121319
Negatives (%) 48.5%

Quantile Statistics

Minimum -0.3325
5-th Percentile -0.02537
Q1 -0.005981
Median 0.00031447
Q3 0.007329
95-th Percentile 0.0295
Maximum 0.3266
Range 0.659
IQR 0.01331

Descriptive Statistics

Mean 0.00069557
Standard Deviation 0.02
Variance 0.0003998
Sum 173.8916
Skewness -0.1327
Kurtosis 15.6653
Coefficient of Variation 28.7464

resp_4

numerical

Distinct Count 249846
Unique (%) 99.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.001276
Minimum -0.5588
Maximum 0.5114
Zeros 0
Zeros (%) 0.0%
Negatives 122324
Negatives (%) 48.9%

Quantile Statistics

Minimum -0.5588
5-th Percentile -0.0476
Q1 -0.01142
Median 0.00056866
Q3 0.01357
95-th Percentile 0.05748
Maximum 0.5114
Range 1.0702
IQR 0.025

Descriptive Statistics

Mean 0.001276
Standard Deviation 0.03601
Variance 0.001297
Sum 318.9564
Skewness 0.1677
Kurtosis 12.5146
Coefficient of Variation 28.2274

resp

numerical

Distinct Count 249980
Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.0009872
Minimum -0.434
Maximum 0.4485
Zeros 0
Zeros (%) 0.0%
Negatives 122437
Negatives (%) 49.0%

Quantile Statistics

Minimum -0.434
5-th Percentile -0.03923
Q1 -0.009086
Median 0.00047068
Q3 0.01017
95-th Percentile 0.04702
Maximum 0.4485
Range 0.8825
IQR 0.01925

Descriptive Statistics

Mean 0.0009872
Standard Deviation 0.02953
Variance 0.0008723
Sum 246.7988
Skewness 0.4344
Kurtosis 13.2876
Coefficient of Variation 29.9179

feature_0

numerical

Distinct Count 2
Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.009416
Minimum -1
Maximum 1
Zeros 0
Zeros (%) 0.0%
Negatives 123823
Negatives (%) 49.5%

Quantile Statistics

Minimum -1
5-th Percentile -1
Q1 -1
Median 1
Q3 1
95-th Percentile 1
Maximum 1
Range 2
IQR 2

Descriptive Statistics

Mean 0.009416
Standard Deviation 1
Variance 0.9999
Sum 2354
Skewness -0.01883
Kurtosis -1.9996
Coefficient of Variation 106.1977

feature_1

numerical

Distinct Count 180026
Unique (%) 72.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.6229
Minimum -3.172
Maximum 74.4299
Zeros 0
Zeros (%) 0.0%
Negatives 116454
Negatives (%) 46.6%

Quantile Statistics

Minimum -3.172
5-th Percentile -3.172
Q1 -1.1256
Median 0.1725
Q3 1.8216
95-th Percentile 5.5784
Maximum 74.4299
Range 77.6019
IQR 2.9472

Descriptive Statistics

Mean 0.6229
Standard Deviation 2.7425
Variance 7.5211
Sum 155735.7895
Skewness 2.2704
Kurtosis 17.0518
Coefficient of Variation 4.4024

feature_2

numerical

Distinct Count 231974
Unique (%) 92.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean -0.06381
Minimum -3.0932
Maximum 67.1178
Zeros 0
Zeros (%) 0.0%
Negatives 148054
Negatives (%) 59.2%

Quantile Statistics

Minimum -3.0932
5-th Percentile -3.0932
Q1 -1.6291
Median -0.4683
Q3 1.0052
95-th Percentile 3.9405
Maximum 67.1178
Range 70.211
IQR 2.6343

Descriptive Statistics

Mean -0.06381
Standard Deviation 2.275
Variance 5.1758
Sum -15951.9107
Skewness 2.2396
Kurtosis 18.1212
Coefficient of Variation -35.6546

feature_3

numerical

Distinct Count 146395
Unique (%) 58.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.02243
Minimum -16.351
Maximum 17.0269
Zeros 0
Zeros (%) 0.0%
Negatives 123886
Negatives (%) 49.5%

Quantile Statistics

Minimum -16.351
5-th Percentile -3.5487
Q1 -1.363
Median 0.04661
Q3 1.4238
95-th Percentile 3.6051
Maximum 17.0269
Range 33.3778
IQR 2.7868

Descriptive Statistics

Mean 0.02243
Standard Deviation 2.3335
Variance 5.445
Sum 5606.6453
Skewness -0.002176
Kurtosis 2.9032
Coefficient of Variation 104.0488

feature_4

numerical

Distinct Count 210288
Unique (%) 84.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.001608
Minimum -16.6075
Maximum 15.2271
Zeros 0
Zeros (%) 0.0%
Negatives 125570
Negatives (%) 50.2%

Quantile Statistics

Minimum -16.6075
5-th Percentile -2.6019
Q1 -0.9439
Median 0.008926
Q3 0.9638
95-th Percentile 2.6474
Maximum 15.2271
Range 31.8347
IQR 1.9078

Descriptive Statistics

Mean 0.001608
Standard Deviation 1.701
Variance 2.8936
Sum 401.9253
Skewness 0.03248
Kurtosis 3.0483
Coefficient of Variation 1058.0599

feature_5

numerical

Distinct Count 164088
Unique (%) 65.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.0107
Minimum -10.7562
Maximum 10.6715
Zeros 0
Zeros (%) 0.0%
Negatives 125217
Negatives (%) 50.1%

Quantile Statistics

Minimum -10.7562
5-th Percentile -3.4642
Q1 -1.3476
Median 0.01258
Q3 1.3689
95-th Percentile 3.5441
Maximum 10.6715
Range 21.4277
IQR 2.7165

Descriptive Statistics

Mean 0.0107
Standard Deviation 2.1657
Variance 4.6901
Sum 2674.3637
Skewness 0.04691
Kurtosis 0.7005
Coefficient of Variation 202.447

feature_6

numerical

Distinct Count 211204
Unique (%) 84.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean -0.004732
Minimum -14.053
Maximum 13.1583
Zeros 0
Zeros (%) 0.0%
Negatives 126038
Negatives (%) 50.4%

Quantile Statistics

Minimum -14.053
5-th Percentile -2.7193
Q1 -0.965
Median -0.002206
Q3 0.9447
95-th Percentile 2.8272
Maximum 13.1583
Range 27.2112
IQR 1.9097

Descriptive Statistics

Mean -0.004732
Standard Deviation 1.7336
Variance 3.0055
Sum -1182.9708
Skewness 0.07171
Kurtosis 2.5416
Coefficient of Variation -366.3709

feature_7

numerical

Distinct Count 222623
Unique (%) 89.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.1239
Minimum -26.2138
Maximum 29.6206
Zeros 0
Zeros (%) 0.0%
Negatives 119057
Negatives (%) 47.6%

Quantile Statistics

Minimum -26.2138
5-th Percentile -2.7113
Q1 -0.9357
Median 0.1084
Q3 1.1595
95-th Percentile 3.2683
Maximum 29.6206
Range 55.8343
IQR 2.0953

Descriptive Statistics

Mean 0.1239
Standard Deviation 1.9493
Variance 3.7996
Sum 30980.2131
Skewness 0.1886
Kurtosis 7.0406
Coefficient of Variation 15.7298

feature_8

numerical

Distinct Count 244982
Unique (%) 98.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean -0.001715
Minimum -27.6476
Maximum 27.145
Zeros 0
Zeros (%) 0.0%
Negatives 129313
Negatives (%) 51.7%

Quantile Statistics

Minimum -27.6476
5-th Percentile -2.5395
Q1 -0.9215
Median -0.05398
Q3 0.909
95-th Percentile 2.6886
Maximum 27.145
Range 54.7927
IQR 1.8306

Descriptive Statistics

Mean -0.001715
Standard Deviation 1.7626
Variance 3.1066
Sum -428.64
Skewness 0.2339
Kurtosis 13.995
Coefficient of Variation -1027.9935

feature_9

numerical

Distinct Count 185383
Unique (%) 74.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.5491
Minimum -26.0201
Maximum 41.4683
Zeros 0
Zeros (%) 0.0%
Negatives 112792
Negatives (%) 45.1%

Quantile Statistics

Minimum -26.0201
5-th Percentile -2.8219
Q1 -1.0107
Median 0.2508
Q3 1.8885
95-th Percentile 5.1003
Maximum 41.4683
Range 67.4884
IQR 2.8992

Descriptive Statistics

Mean 0.5491
Standard Deviation 2.5343
Variance 6.4229
Sum 137269.5778
Skewness 0.9488
Kurtosis 5.0678
Coefficient of Variation 4.6156

feature_10

numerical

Distinct Count 246795
Unique (%) 98.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean -0.07674
Minimum -27.3273
Maximum 37.4455
Zeros 0
Zeros (%) 0.0%
Negatives 149375
Negatives (%) 59.8%

Quantile Statistics

Minimum -27.3273
5-th Percentile -1.8215
Q1 -1.0307
Median -0.3037
Q3 0.6144
95-th Percentile 2.5067
Maximum 37.4455
Range 64.7727
IQR 1.6451

Descriptive Statistics

Mean -0.07674
Standard Deviation 1.5149
Variance 2.2951
Sum -19185.4202
Skewness 1.5039
Kurtosis 15.2974
Coefficient of Variation -19.7408

feature_11

numerical

Distinct Count 212632
Unique (%) 85.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.1782
Minimum -22.5715
Maximum 37.7562
Zeros 0
Zeros (%) 0.0%
Negatives 116237
Negatives (%) 46.5%

Quantile Statistics

Minimum -22.5715
5-th Percentile -2.1099
Q1 -0.7202
Median 0.1051
Q3 1.0001
95-th Percentile 2.9154
Maximum 37.7562
Range 60.3277
IQR 1.7203

Descriptive Statistics

Mean 0.1782
Standard Deviation 1.677
Variance 2.8122
Sum 44554.1135
Skewness 0.4701
Kurtosis 11.1329
Coefficient of Variation 9.4097

feature_12

numerical

Distinct Count 245559
Unique (%) 98.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean -0.06261
Minimum -37.1509
Maximum 37.3272
Zeros 0
Zeros (%) 0.0%
Negatives 135296
Negatives (%) 54.1%

Quantile Statistics

Minimum -37.1509
5-th Percentile -2.7989
Q1 -1.1564
Median -0.1646
Q3 0.9749
95-th Percentile 3.0119
Maximum 37.3272
Range 74.4781
IQR 2.1313

Descriptive Statistics

Mean -0.06261
Standard Deviation 1.9549
Variance 3.8217
Sum -15653.4757
Skewness 0.3898
Kurtosis 11.7083
Coefficient of Variation -31.2216

feature_13

numerical

Distinct Count 201618
Unique (%) 80.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.3093
Minimum -30.2944
Maximum 33.9812
Zeros 0
Zeros (%) 0.0%
Negatives 114521
Negatives (%) 45.8%

Quantile Statistics

Minimum -30.2944
5-th Percentile -2.939
Q1 -1.073
Median 0.1925
Q3 1.5649
95-th Percentile 4.2175
Maximum 33.9812
Range 64.2756
IQR 2.6379

Descriptive Statistics

Mean 0.3093
Standard Deviation 2.3178
Variance 5.3722
Sum 77331.873
Skewness 0.4196
Kurtosis 4.9851
Coefficient of Variation 7.493

feature_14

numerical

Distinct Count 245593
Unique (%) 98.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean -0.07712
Minimum -43.0687
Maximum 48.623
Zeros 0
Zeros (%) 0.0%
Negatives 142271
Negatives (%) 56.9%

Quantile Statistics

Minimum -43.0687
5-th Percentile -2.1628
Q1 -0.979
Median -0.2187
Q3 0.7155
95-th Percentile 2.4511
Maximum 48.623
Range 91.6918
IQR 1.6945

Descriptive Statistics

Mean -0.07712
Standard Deviation 1.6248
Variance 2.6401
Sum -19279.1482
Skewness 1.012
Kurtosis 25.8553
Coefficient of Variation -21.07

feature_15

numerical

Distinct Count 190343
Unique (%) 76.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.4027
Minimum -28.514
Maximum 32.3635
Zeros 0
Zeros (%) 0.0%
Negatives 113637
Negatives (%) 45.5%

Quantile Statistics

Minimum -28.514
5-th Percentile -2.1349
Q1 -0.7776
Median 0.1643
Q3 1.3871
95-th Percentile 3.8726
Maximum 32.3635
Range 60.8775
IQR 2.1647

Descriptive Statistics

Mean 0.4027
Standard Deviation 1.9788
Variance 3.9157
Sum 100669.1395
Skewness 1.0244
Kurtosis 7.3309
Coefficient of Variation 4.9141

feature_16

numerical

Distinct Count 246085
Unique (%) 98.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean -0.1647
Minimum -45.7857
Maximum 46.6462
Zeros 0
Zeros (%) 0.0%
Negatives 147988
Negatives (%) 59.2%

Quantile Statistics

Minimum -45.7857
5-th Percentile -2.6063
Q1 -1.3752
Median -0.3994
Q3 0.8382
95-th Percentile 3.0973
Maximum 46.6462
Range 92.4319
IQR 2.2134

Descriptive Statistics

Mean -0.1647
Standard Deviation 1.938
Variance 3.7558
Sum -41168.6549
Skewness 1.0777
Kurtosis 12.9903
Coefficient of Variation -11.7686

feature_17

numerical

Distinct Count 211218
Unique (%) 84.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.1659
Minimum -28.8801
Maximum 32.6702
Zeros 0
Zeros (%) 0.0%
Negatives 124481
Negatives (%) 49.8%

Quantile Statistics

Minimum -28.8801
5-th Percentile -2.5641
Q1 -0.8166
Median 0.03193
Q3 1.1652
95-th Percentile 3.1656
Maximum 32.6702
Range 61.5503
IQR 1.9818

Descriptive Statistics

Mean 0.1659
Standard Deviation 1.9387
Variance 3.7585
Sum 41486.6953
Skewness 0.2686
Kurtosis 7.982
Coefficient of Variation 11.6826

feature_18

numerical

Distinct Count 236720
Unique (%) 94.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.0839
Minimum -34.6156
Maximum 26.4371
Zeros 0
Zeros (%) 0.0%
Negatives 126012
Negatives (%) 50.4%

Quantile Statistics

Minimum -34.6156
5-th Percentile -2.8139
Q1 -0.9643
Median -0.007343
Q3 1.1158
95-th Percentile 3.2294
Maximum 26.4371
Range 61.0526
IQR 2.0801

Descriptive Statistics

Mean 0.0839
Standard Deviation 1.9687
Variance 3.8757
Sum 20975.7926
Skewness 0.1544
Kurtosis 5.5471
Coefficient of Variation 23.4638

feature_19

numerical

Distinct Count 201502
Unique (%) 80.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.3844
Minimum -38.6906
Maximum 39.4673
Zeros 0
Zeros (%) 0.0%
Negatives 123435
Negatives (%) 49.4%

Quantile Statistics

Minimum -38.6906
5-th Percentile -1.7655
Q1 -0.7565
Median 0.0566
Q3 1.265
95-th Percentile 3.7094
Maximum 39.4673
Range 78.1579
IQR 2.0215

Descriptive Statistics

Mean 0.3844
Standard Deviation 1.8617
Variance 3.4658
Sum 96104.2552
Skewness 1.515
Kurtosis 10.841
Coefficient of Variation 4.8429

feature_20

numerical

Distinct Count 247806
Unique (%) 99.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.2238
Minimum -61.2624
Maximum 40.465
Zeros 0
Zeros (%) 0.0%
Negatives 127945
Negatives (%) 51.2%

Quantile Statistics

Minimum -61.2624
5-th Percentile -1.8218
Q1 -0.7176
Median -0.04982
Q3 1.0197
95-th Percentile 3.0687
Maximum 40.465
Range 101.7274
IQR 1.7373

Descriptive Statistics

Mean 0.2238
Standard Deviation 1.6439
Variance 2.7025
Sum 55939.5392
Skewness 1.0547
Kurtosis 20.7007
Coefficient of Variation 7.3469

feature_21

numerical

Distinct Count 206786
Unique (%) 82.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.2547
Minimum -29.189
Maximum 46.0131
Zeros 0
Zeros (%) 0.0%
Negatives 124397
Negatives (%) 49.8%

Quantile Statistics

Minimum -29.189
5-th Percentile -3.3359
Q1 -1.2826
Median 0.05501
Q3 1.7617
95-th Percentile 4.6118
Maximum 46.0131
Range 75.2022
IQR 3.0444

Descriptive Statistics

Mean 0.2547
Standard Deviation 2.5656
Variance 6.5823
Sum 63678.4084
Skewness 0.3903
Kurtosis 4.4654
Coefficient of Variation 10.0725

feature_22

numerical

Distinct Count 241509
Unique (%) 96.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.1361
Minimum -39.571
Maximum 39.3051
Zeros 0
Zeros (%) 0.0%
Negatives 126061
Negatives (%) 50.4%

Quantile Statistics

Minimum -39.571
5-th Percentile -1.7334
Q1 -0.5753
Median -0.009413
Q3 0.8183
95-th Percentile 2.3965
Maximum 39.3051
Range 78.8762
IQR 1.3936

Descriptive Statistics

Mean 0.1361
Standard Deviation 1.4248
Variance 2.0301
Sum 34028.1022
Skewness 0.6518
Kurtosis 20.7222
Coefficient of Variation 10.4679

feature_23

numerical

Distinct Count 203434
Unique (%) 81.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.3355
Minimum -32.2499
Maximum 36.9108
Zeros 0
Zeros (%) 0.0%
Negatives 124177
Negatives (%) 49.7%

Quantile Statistics

Minimum -32.2499
5-th Percentile -2.4747
Q1 -1.0285
Median 0.05647
Q3 1.5151
95-th Percentile 4.1882
Maximum 36.9108
Range 69.1607
IQR 2.5437

Descriptive Statistics

Mean 0.3355
Standard Deviation 2.221
Variance 4.9329
Sum 83872.5852
Skewness 0.7727
Kurtosis 7.116
Coefficient of Variation 6.6202

feature_24

numerical

Distinct Count 244484
Unique (%) 97.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.1938
Minimum -49.422
Maximum 57.5707
Zeros 0
Zeros (%) 0.0%
Negatives 126374
Negatives (%) 50.5%

Quantile Statistics

Minimum -49.422
5-th Percentile -2.7621
Q1 -0.9953
Median -0.02322
Q3 1.3204
95-th Percentile 3.7738
Maximum 57.5707
Range 106.9927
IQR 2.3156

Descriptive Statistics

Mean 0.1938
Standard Deviation 2.1585
Variance 4.659
Sum 48461.9505
Skewness 0.7379
Kurtosis 13.219
Coefficient of Variation 11.1349

feature_25

numerical

Distinct Count 201639
Unique (%) 80.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.3925
Minimum -35.4709
Maximum 37.3132
Zeros 0
Zeros (%) 0.0%
Negatives 123767
Negatives (%) 49.5%

Quantile Statistics

Minimum -35.4709
5-th Percentile -2.3527
Q1 -1.0043
Median 0.06797
Q3 1.5757
95-th Percentile 4.3434
Maximum 37.3132
Range 72.784
IQR 2.5801

Descriptive Statistics

Mean 0.3925
Standard Deviation 2.2185
Variance 4.9217
Sum 98121.1212
Skewness 1.0827
Kurtosis 6.9213
Coefficient of Variation 5.6524

feature_26

numerical

Distinct Count 246726
Unique (%) 98.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.2317
Minimum -54.7714
Maximum 52.0313
Zeros 0
Zeros (%) 0.0%
Negatives 127229
Negatives (%) 50.9%

Quantile Statistics

Minimum -54.7714
5-th Percentile -2.2784
Q1 -0.8611
Median -0.04381
Q3 1.2052
95-th Percentile 3.4893
Maximum 52.0313
Range 106.8026
IQR 2.0663

Descriptive Statistics

Mean 0.2317
Standard Deviation 1.9254
Variance 3.707
Sum 57920.2903
Skewness 1.0535
Kurtosis 17.8183
Coefficient of Variation 8.3103

feature_27

numerical

Distinct Count 215946
Unique (%) 86.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.1796
Minimum -21.4878
Maximum 27.781
Zeros 0
Zeros (%) 0.0%
Negatives 125106
Negatives (%) 50.0%

Quantile Statistics

Minimum -21.4878
5-th Percentile -2.2185
Q1 -0.6266
Median 0.004325
Q3 1.007
95-th Percentile 2.9725
Maximum 27.781
Range 49.2688
IQR 1.6336

Descriptive Statistics

Mean 0.1796
Standard Deviation 1.7293
Variance 2.9906
Sum 44894.3894
Skewness 0.2596
Kurtosis 9.5736
Coefficient of Variation 9.63

feature_28

numerical

Distinct Count 237002
Unique (%) 94.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.1445
Minimum -30.7609
Maximum 30.5736
Zeros 0
Zeros (%) 0.0%
Negatives 123880
Negatives (%) 49.5%

Quantile Statistics

Minimum -30.7609
5-th Percentile -2.5642
Q1 -0.8413
Median 0.01262
Q3 1.1115
95-th Percentile 3.1053
Maximum 30.5736
Range 61.3345
IQR 1.9528

Descriptive Statistics

Mean 0.1445
Standard Deviation 1.9166
Variance 3.6735
Sum 36126.839
Skewness 0.2641
Kurtosis 14.2656
Coefficient of Variation 13.2632

feature_29

numerical

Distinct Count 208394
Unique (%) 83.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.4163
Minimum -20.4084
Maximum 29.3679
Zeros 0
Zeros (%) 0.0%
Negatives 124661
Negatives (%) 49.9%

Quantile Statistics

Minimum -20.4084
5-th Percentile -1.8256
Q1 -0.7544
Median 0.0418
Q3 1.32
95-th Percentile 3.7924
Maximum 29.3679
Range 49.7763
IQR 2.0744

Descriptive Statistics

Mean 0.4163
Standard Deviation 1.8819
Variance 3.5417
Sum 104081.4345
Skewness 1.3894
Kurtosis 7.6659
Coefficient of Variation 4.5204

feature_30

numerical

Distinct Count 247815
Unique (%) 99.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.3116
Minimum -31.8645
Maximum 33.1143
Zeros 0
Zeros (%) 0.0%
Negatives 125529
Negatives (%) 50.2%

Quantile Statistics

Minimum -31.8645
5-th Percentile -1.9448
Q1 -0.7041
Median 0.00014173
Q3 1.1784
95-th Percentile 3.3602
Maximum 33.1143
Range 64.9788
IQR 1.8826

Descriptive Statistics

Mean 0.3116
Standard Deviation 1.7633
Variance 3.1092
Sum 77904.6626
Skewness 1.2128
Kurtosis 10.5328
Coefficient of Variation 5.6585

feature_31

numerical

Distinct Count 213120
Unique (%) 85.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.2805
Minimum -24.0486
Maximum 37.4189
Zeros 0
Zeros (%) 0.0%
Negatives 125033
Negatives (%) 50.0%

Quantile Statistics

Minimum -24.0486
5-th Percentile -2.0101
Q1 -0.6601
Median 0.01054
Q3 1.1658
95-th Percentile 3.2098
Maximum 37.4189
Range 61.4675
IQR 1.8259

Descriptive Statistics

Mean 0.2805
Standard Deviation 1.7604
Variance 3.099
Sum 70122.8423
Skewness 0.4894
Kurtosis 10.1017
Coefficient of Variation 6.2762

feature_32

numerical

Distinct Count 241752
Unique (%) 96.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.2156
Minimum -36.4764
Maximum 37.9896
Zeros 0
Zeros (%) 0.0%
Negatives 124414
Negatives (%) 49.8%

Quantile Statistics

Minimum -36.4764
5-th Percentile -2.7293
Q1 -0.9427
Median 0.01781
Q3 1.3632
95-th Percentile 3.584
Maximum 37.9896
Range 74.466
IQR 2.3059

Descriptive Statistics

Mean 0.2156
Standard Deviation 2.1245
Variance 4.5135
Sum 53894.8718
Skewness 0.3758
Kurtosis 11.9734
Coefficient of Variation 9.8549

feature_33

numerical

Distinct Count 209769
Unique (%) 83.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.3927
Minimum -37.1478
Maximum 32.9522
Zeros 0
Zeros (%) 0.0%
Negatives 125021
Negatives (%) 50.0%

Quantile Statistics

Minimum -37.1478
5-th Percentile -2.1256
Q1 -0.8192
Median 0.02719
Q3 1.4762
95-th Percentile 3.8732
Maximum 32.9522
Range 70.1
IQR 2.2954

Descriptive Statistics

Mean 0.3927
Standard Deviation 2.0104
Variance 4.0415
Sum 98167.4985
Skewness 0.7331
Kurtosis 6.8685
Coefficient of Variation 5.1197

feature_34

numerical

Distinct Count 244535
Unique (%) 97.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.2994
Minimum -38.5974
Maximum 39.8973
Zeros 0
Zeros (%) 0.0%
Negatives 125076
Negatives (%) 50.0%

Quantile Statistics

Minimum -38.5974
5-th Percentile -1.7866
Q1 -0.5965
Median 0.0193
Q3 1.123
95-th Percentile 2.9381
Maximum 39.8973
Range 78.4946
IQR 1.7195

Descriptive Statistics

Mean 0.2994
Standard Deviation 1.6753
Variance 2.8065
Sum 74857.9194
Skewness 1.0509
Kurtosis 25.9719
Coefficient of Variation 5.5948

feature_35

numerical

Distinct Count 208236
Unique (%) 83.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.4622
Minimum -27.8586
Maximum 29.334
Zeros 0
Zeros (%) 0.0%
Negatives 124844
Negatives (%) 49.9%

Quantile Statistics

Minimum -27.8586
5-th Percentile -2.9275
Q1 -1.2058
Median 0.05138
Q3 1.9165
95-th Percentile 5.0043
Maximum 29.334
Range 57.1926
IQR 3.1223

Descriptive Statistics

Mean 0.4622
Standard Deviation 2.5834
Variance 6.6739
Sum 115538.0458
Skewness 0.8357
Kurtosis 3.824
Coefficient of Variation 5.5899

feature_36

numerical

Distinct Count 246810
Unique (%) 98.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.3399
Minimum -56.5907
Maximum 56.3625
Zeros 0
Zeros (%) 0.0%
Negatives 125259
Negatives (%) 50.1%

Quantile Statistics

Minimum -56.5907
5-th Percentile -2.1757
Q1 -0.7308
Median 0.01435
Q3 1.3047
95-th Percentile 3.535
Maximum 56.3625
Range 112.9532
IQR 2.0355

Descriptive Statistics

Mean 0.3399
Standard Deviation 1.9196
Variance 3.6847
Sum 84967.1137
Skewness 1.0684
Kurtosis 19.705
Coefficient of Variation 5.6479

feature_37

numerical

Distinct Count 201710
Unique (%) 80.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.04051
Minimum -17.6885
Maximum 17.7599
Zeros 0
Zeros (%) 0.0%
Negatives 124341
Negatives (%) 49.7%

Quantile Statistics

Minimum -17.6885
5-th Percentile -3.9031
Q1 -1.4988
Median 0.04255
Q3 1.6309
95-th Percentile 4.0324
Maximum 17.7599
Range 35.4483
IQR 3.1297

Descriptive Statistics

Mean 0.04051
Standard Deviation 2.6099
Variance 6.8115
Sum 10127.1055
Skewness -0.02434
Kurtosis 3.0254
Coefficient of Variation 64.4283

feature_38

numerical

Distinct Count 217688
Unique (%) 87.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.007948
Minimum -19.5991
Maximum 18.0718
Zeros 0
Zeros (%) 0.0%
Negatives 125182
Negatives (%) 50.1%

Quantile Statistics

Minimum -19.5991
5-th Percentile -3.5027
Q1 -1.3118
Median 0.007434
Q3 1.3562
95-th Percentile 3.6788
Maximum 18.0718
Range 37.6709
IQR 2.668

Descriptive Statistics

Mean 0.007948
Standard Deviation 2.2725
Variance 5.1642
Sum 1987.1083
Skewness 0.02911
Kurtosis 2.2965
Coefficient of Variation 285.9043

feature_39

numerical

Distinct Count 204994
Unique (%) 82.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.06037
Minimum -12.6601
Maximum 12.3563
Zeros 0
Zeros (%) 0.0%
Negatives 125412
Negatives (%) 50.2%

Quantile Statistics

Minimum -12.6601
5-th Percentile -2.8531
Q1 -1.0372
Median 0.001411
Q3 1.1723
95-th Percentile 3.1649
Maximum 12.3563
Range 25.0164
IQR 2.2095

Descriptive Statistics

Mean 0.06037
Standard Deviation 1.8989
Variance 3.6059
Sum 15093.236
Skewness 0.03348
Kurtosis 2.0097
Coefficient of Variation 31.4531

feature_40

numerical

Distinct Count 217844
Unique (%) 87.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.0506
Minimum -15.158
Maximum 15.2738
Zeros 0
Zeros (%) 0.0%
Negatives 124665
Negatives (%) 49.9%

Quantile Statistics

Minimum -15.158
5-th Percentile -3.4455
Q1 -1.298
Median 0.01007
Q3 1.417
95-th Percentile 3.6392
Maximum 15.2738
Range 30.4318
IQR 2.715

Descriptive Statistics

Mean 0.0506
Standard Deviation 2.2055
Variance 4.8642
Sum 12649.1001
Skewness 0.0479
Kurtosis 1.1675
Coefficient of Variation 43.5901

feature_41

numerical

Distinct Count 32733
Unique (%) 13.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.4697
Minimum -3.949
Maximum 12.6486
Zeros 0
Zeros (%) 0.0%
Negatives 116108
Negatives (%) 46.4%

Quantile Statistics

Minimum -3.949
5-th Percentile -1.6344
Q1 -0.6225
Median 0.1079
Q3 1.1284
95-th Percentile 3.7812
Maximum 12.6486
Range 16.5977
IQR 1.7509

Descriptive Statistics

Mean 0.4697
Standard Deviation 1.8086
Variance 3.2709
Sum 117428.256
Skewness 1.9817
Kurtosis 6.7542
Coefficient of Variation 3.8504

feature_42

numerical

Distinct Count 31373
Unique (%) 12.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.9379
Minimum -4.8247
Maximum 21.0103
Zeros 0
Zeros (%) 0.0%
Negatives 108479
Negatives (%) 43.4%

Quantile Statistics

Minimum -4.8247
5-th Percentile -1.9163
Q1 -0.9001
Median 0.3868
Q3 2.2691
95-th Percentile 5.7073
Maximum 21.0103
Range 25.835
IQR 3.1692

Descriptive Statistics

Mean 0.9379
Standard Deviation 2.4642
Variance 6.0722
Sum 234479.9595
Skewness 1.3023
Kurtosis 2.8659
Coefficient of Variation 2.6273

feature_43

numerical

Distinct Count 11949
Unique (%) 4.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 1.7627
Minimum -6.0536
Maximum 8.669
Zeros 0
Zeros (%) 0.0%
Negatives 46120
Negatives (%) 18.4%

Quantile Statistics

Minimum -6.0536
5-th Percentile -1.9096
Q1 0.5536
Median 1.8081
Q3 3.07
95-th Percentile 5.2654
Maximum 8.669
Range 14.7226
IQR 2.5164

Descriptive Statistics

Mean 1.7627
Standard Deviation 2.1082
Variance 4.4444
Sum 440676.1396
Skewness -0.1115
Kurtosis 0.2328
Coefficient of Variation 1.196

feature_44

numerical

Distinct Count 32157
Unique (%) 12.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.776
Minimum -6.9569
Maximum 50.2052
Zeros 0
Zeros (%) 0.0%
Negatives 100945
Negatives (%) 40.4%

Quantile Statistics

Minimum -6.9569
5-th Percentile -2.2988
Q1 -0.7369
Median 0.3871
Q3 1.6715
95-th Percentile 5.2103
Maximum 50.2052
Range 57.1621
IQR 2.4084

Descriptive Statistics

Mean 0.776
Standard Deviation 2.7048
Variance 7.3161
Sum 193992.2329
Skewness 3.082
Kurtosis 20.5035
Coefficient of Variation 3.4858

feature_45

numerical

Distinct Count 32805
Unique (%) 13.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 1.2379
Minimum -2.6326
Maximum 45.8202
Zeros 3
Zeros (%) 0.0%
Negatives 92113
Negatives (%) 36.9%

Quantile Statistics

Minimum -2.6326
5-th Percentile -0.9586
Q1 -0.2981
Median 0.4195
Q3 1.7585
95-th Percentile 5.6662
Maximum 45.8202
Range 48.4528
IQR 2.0566

Descriptive Statistics

Mean 1.2379
Standard Deviation 2.9012
Variance 8.4172
Sum 309483.6435
Skewness 4.8019
Kurtosis 41.8524
Coefficient of Variation 2.3436

feature_46

numerical

Distinct Count 172516
Unique (%) 69.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 1.0801
Minimum -2.9928
Maximum 351.3603
Zeros 0
Zeros (%) 0.0%
Negatives 100938
Negatives (%) 40.4%

Quantile Statistics

Minimum -2.9928
5-th Percentile -1.0738
Q1 -0.4152
Median 0.2993
Q3 1.4894
95-th Percentile 5.3769
Maximum 351.3603
Range 354.3531
IQR 1.9046

Descriptive Statistics

Mean 1.0801
Standard Deviation 4.0213
Variance 16.1709
Sum 270013.6894
Skewness 20.4988
Kurtosis 949.2423
Coefficient of Variation 3.7232

feature_47

numerical

Distinct Count 172136
Unique (%) 68.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.9303
Minimum -4.7887
Maximum 56.061
Zeros 0
Zeros (%) 0.0%
Negatives 98735
Negatives (%) 39.5%

Quantile Statistics

Minimum -4.7887
5-th Percentile -2.036
Q1 -0.731
Median 0.5541
Q3 2.2127
95-th Percentile 5.3979
Maximum 56.061
Range 60.8497
IQR 2.9437

Descriptive Statistics

Mean 0.9303
Standard Deviation 2.3403
Variance 5.4768
Sum 232577.5588
Skewness 1.4148
Kurtosis 7.9127
Coefficient of Variation 2.5156

feature_48

numerical

Distinct Count 172121
Unique (%) 68.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.7755
Minimum -4.0362
Maximum 555.8058
Zeros 0
Zeros (%) 0.0%
Negatives 114875
Negatives (%) 46.0%

Quantile Statistics

Minimum -4.0362
5-th Percentile -1.7686
Q1 -0.7929
Median 0.1773
Q3 1.5792
95-th Percentile 5.4575
Maximum 555.8058
Range 559.842
IQR 2.3721

Descriptive Statistics

Mean 0.7755
Standard Deviation 3.6423
Variance 13.2661
Sum 193874.1527
Skewness 40.6096
Kurtosis 4554.6084
Coefficient of Variation 4.6967

feature_49

numerical

Distinct Count 148740
Unique (%) 59.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.4132
Minimum -3.1173
Maximum 358.893
Zeros 0
Zeros (%) 0.0%
Negatives 133426
Negatives (%) 53.4%

Quantile Statistics

Minimum -3.1173
5-th Percentile -1.5324
Q1 -0.8005
Median -0.1017
Q3 1.0071
95-th Percentile 3.8395
Maximum 358.893
Range 362.0102
IQR 1.8076

Descriptive Statistics

Mean 0.4132
Standard Deviation 3.1503
Variance 9.9242
Sum 103301.6001
Skewness 32.0668
Kurtosis 2178.0034
Coefficient of Variation 7.624

feature_50

numerical

Distinct Count 157291
Unique (%) 62.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 1.0822
Minimum -4.4025
Maximum 476.5162
Zeros 0
Zeros (%) 0.0%
Negatives 112077
Negatives (%) 44.8%

Quantile Statistics

Minimum -4.4025
5-th Percentile -1.6076
Q1 -0.6786
Median 0.2097
Q3 1.5142
95-th Percentile 5.7212
Maximum 476.5162
Range 480.9187
IQR 2.1929

Descriptive Statistics

Mean 1.0822
Standard Deviation 5.4188
Variance 29.363
Sum 270548.7726
Skewness 20.2736
Kurtosis 805.7914
Coefficient of Variation 5.0072

feature_51

numerical

Distinct Count 85427
Unique (%) 34.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.3943
Minimum -4.8836
Maximum 197.9183
Zeros 0
Zeros (%) 0.0%
Negatives 128779
Negatives (%) 51.5%

Quantile Statistics

Minimum -4.8836
5-th Percentile -1.9158
Q1 -0.8223
Median -0.0347
Q3 0.9575
95-th Percentile 4.1814
Maximum 197.9183
Range 202.8018
IQR 1.7799

Descriptive Statistics

Mean 0.3943
Standard Deviation 2.962
Variance 8.7733
Sum 98577.6934
Skewness 23.3659
Kurtosis 1286.6365
Coefficient of Variation 7.5118

feature_52

numerical

Distinct Count 14762
Unique (%) 5.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.2123
Minimum -5.3263
Maximum 6.4359
Zeros 0
Zeros (%) 0.0%
Negatives 117333
Negatives (%) 46.9%

Quantile Statistics

Minimum -5.3263
5-th Percentile -2.7645
Q1 -1.3037
Median 0.03941
Q3 1.6228
95-th Percentile 3.6792
Maximum 6.4359
Range 11.7622
IQR 2.9265

Descriptive Statistics

Mean 0.2123
Standard Deviation 1.9583
Variance 3.8349
Sum 53071.7022
Skewness 0.2322
Kurtosis -0.6343
Coefficient of Variation 9.2247

feature_53

numerical

Distinct Count 41206
Unique (%) 16.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.7131
Minimum -5.3444
Maximum 47.317
Zeros 0
Zeros (%) 0.0%
Negatives 111410
Negatives (%) 44.6%

Quantile Statistics

Minimum -5.3444
5-th Percentile -2.035
Q1 -0.8438
Median 0.2538
Q3 1.8257
95-th Percentile 5.0409
Maximum 47.317
Range 52.6614
IQR 2.6695

Descriptive Statistics

Mean 0.7131
Standard Deviation 2.3011
Variance 5.2949
Sum 178274.0242
Skewness 1.7421
Kurtosis 8.5256
Coefficient of Variation 3.2269

feature_54

numerical

Distinct Count 230074
Unique (%) 92.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.1802
Minimum -5.0347
Maximum 61.9798
Zeros 1
Zeros (%) 0.0%
Negatives 125072
Negatives (%) 50.0%

Quantile Statistics

Minimum -5.0347
5-th Percentile -2.0769
Q1 -0.9858
Median -0.004379
Q3 1.0462
95-th Percentile 3.0641
Maximum 61.9798
Range 67.0145
IQR 2.032

Descriptive Statistics

Mean 0.1802
Standard Deviation 1.765
Variance 3.1152
Sum 45056.321
Skewness 2.401
Kurtosis 27.8267
Coefficient of Variation 9.7933

feature_55

numerical

Distinct Count 250000
Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 2.4406
Minimum -3.3971
Maximum 746.7399
Zeros 0
Zeros (%) 0.0%
Negatives 105077
Negatives (%) 42.0%

Quantile Statistics

Minimum -3.3971
5-th Percentile -1.2608
Q1 -0.4509
Median 0.2112
Q3 1.0086
95-th Percentile 9.8411
Maximum 746.7399
Range 750.1369
IQR 1.4594

Descriptive Statistics

Mean 2.4406
Standard Deviation 13.9006
Variance 193.2267
Sum 610139.2337
Skewness 13.8826
Kurtosis 312.4794
Coefficient of Variation 5.6957

feature_56

numerical

Distinct Count 249655
Unique (%) 99.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 2.2522
Minimum -1.9545
Maximum 2228.3057
Zeros 0
Zeros (%) 0.0%
Negatives 119125
Negatives (%) 47.6%

Quantile Statistics

Minimum -1.9545
5-th Percentile -0.9968
Q1 -0.4204
Median 0.04597
Q3 0.6824
95-th Percentile 7.1841
Maximum 2228.3057
Range 2230.2602
IQR 1.1028

Descriptive Statistics

Mean 2.2522
Standard Deviation 18.9442
Variance 358.8811
Sum 563051.251
Skewness 28.5711
Kurtosis 1583.9831
Coefficient of Variation 8.4114

feature_57

numerical

Distinct Count 250000
Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 2.1842
Minimum -4.3111
Maximum 816.7121
Zeros 0
Zeros (%) 0.0%
Negatives 112780
Negatives (%) 45.1%

Quantile Statistics

Minimum -4.3111
5-th Percentile -1.701
Q1 -0.6557
Median 0.1545
Q3 1.1162
95-th Percentile 9.1783
Maximum 816.7121
Range 821.0232
IQR 1.7718

Descriptive Statistics

Mean 2.1842
Standard Deviation 13.1739
Variance 173.5514
Sum 546044.3066
Skewness 16.1675
Kurtosis 453.88
Coefficient of Variation 6.0315

feature_58

numerical

Distinct Count 249999
Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 2.1429
Minimum -7.1205
Maximum 775.6615
Zeros 0
Zeros (%) 0.0%
Negatives 116780
Negatives (%) 46.7%

Quantile Statistics

Minimum -7.1205
5-th Percentile -2.2385
Q1 -0.8971
Median 0.1215
Q3 1.3191
95-th Percentile 9.1888
Maximum 775.6615
Range 782.782
IQR 2.2161

Descriptive Statistics

Mean 2.1429
Standard Deviation 13.5061
Variance 182.4149
Sum 535731.4511
Skewness 16.6138
Kurtosis 484.05
Coefficient of Variation 6.3026

feature_59

numerical

Distinct Count 249976
Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 2.3769
Minimum -5.4767
Maximum 1055.9026
Zeros 1
Zeros (%) 0.0%
Negatives 115102
Negatives (%) 46.0%

Quantile Statistics

Minimum -5.4767
5-th Percentile -1.9647
Q1 -0.7857
Median 0.1372
Q3 1.2565
95-th Percentile 8.1672
Maximum 1055.9026
Range 1061.3793
IQR 2.0422

Descriptive Statistics

Mean 2.3769
Standard Deviation 16.5864
Variance 275.1096
Sum 594216.7
Skewness 20.3256
Kurtosis 688.518
Coefficient of Variation 6.9783

feature_60

numerical

Distinct Count 62328
Unique (%) 24.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.7686
Minimum -5.8404
Maximum 10.5501
Zeros 0
Zeros (%) 0.0%
Negatives 102541
Negatives (%) 41.0%

Quantile Statistics

Minimum -5.8404
5-th Percentile -2.2727
Q1 -0.6452
Median 0.2463
Q3 1.5223
95-th Percentile 5.7666
Maximum 10.5501
Range 16.3906
IQR 2.1675

Descriptive Statistics

Mean 0.7686
Standard Deviation 2.27
Variance 5.1528
Sum 192138.3301
Skewness 0.9834
Kurtosis 0.8216
Coefficient of Variation 2.9536

feature_61

numerical

Distinct Count 62603
Unique (%) 25.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.7502
Minimum -4.2436
Maximum 9.1414
Zeros 0
Zeros (%) 0.0%
Negatives 102661
Negatives (%) 41.1%

Quantile Statistics

Minimum -4.2436
5-th Percentile -1.8164
Q1 -0.5349
Median 0.2102
Q3 1.4126
95-th Percentile 5.3451
Maximum 9.1414
Range 13.385
IQR 1.9475

Descriptive Statistics

Mean 0.7502
Standard Deviation 2.0472
Variance 4.1909
Sum 187547.0873
Skewness 1.1086
Kurtosis 0.9161
Coefficient of Variation 2.7289

feature_62

numerical

Distinct Count 64771
Unique (%) 25.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.9633
Minimum -5.0022
Maximum 9.5049
Zeros 0
Zeros (%) 0.0%
Negatives 101634
Negatives (%) 40.6%

Quantile Statistics

Minimum -5.0022
5-th Percentile -1.7277
Q1 -0.5645
Median 0.3805
Q3 1.8788
95-th Percentile 5.6301
Maximum 9.5049
Range 14.5071
IQR 2.4433

Descriptive Statistics

Mean 0.9633
Standard Deviation 2.267
Variance 5.1392
Sum 240821.7794
Skewness 0.9996
Kurtosis 0.6286
Coefficient of Variation 2.3534

feature_63

numerical

Distinct Count 64977
Unique (%) 26.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.9862
Minimum -5.8902
Maximum 10.2749
Zeros 0
Zeros (%) 0.0%
Negatives 101683
Negatives (%) 40.7%

Quantile Statistics

Minimum -5.8902
5-th Percentile -1.8503
Q1 -0.6049
Median 0.396
Q3 1.9447
95-th Percentile 5.7844
Maximum 10.2749
Range 16.1652
IQR 2.5496

Descriptive Statistics

Mean 0.9862
Standard Deviation 2.3482
Variance 5.5141
Sum 246548.2708
Skewness 0.9695
Kurtosis 0.5871
Coefficient of Variation 2.3811

feature_64

numerical

Distinct Count 250000
Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 1.0064
Minimum -2.427
Maximum 7.8171
Zeros 1
Zeros (%) 0.0%
Negatives 107569
Negatives (%) 43.0%

Quantile Statistics

Minimum -2.427
5-th Percentile -2.0203
Q1 -1.0258
Median 0.4185
Q3 2.9992
95-th Percentile 4.7558
Maximum 7.8171
Range 10.2441
IQR 4.025

Descriptive Statistics

Mean 1.0064
Standard Deviation 2.25
Variance 5.0627
Sum 251591.3607
Skewness 0.2448
Kurtosis -1.2701
Coefficient of Variation 2.2358

feature_65

numerical

Distinct Count 249901
Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 1.0293
Minimum -5.0712
Maximum 8.2416
Zeros 0
Zeros (%) 0.0%
Negatives 104022
Negatives (%) 41.6%

Quantile Statistics

Minimum -5.0712
5-th Percentile -1.8738
Q1 -0.6459
Median 0.4594
Q3 3.0178
95-th Percentile 5.2469
Maximum 8.2416
Range 13.3128
IQR 3.6637

Descriptive Statistics

Mean 1.0293
Standard Deviation 2.268
Variance 5.1438
Sum 257323.7396
Skewness 0.5158
Kurtosis -0.6381
Coefficient of Variation 2.2035

feature_66

numerical

Distinct Count 249884
Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.9343
Minimum -2.9185
Maximum 6.1694
Zeros 0
Zeros (%) 0.0%
Negatives 104420
Negatives (%) 41.8%

Quantile Statistics

Minimum -2.9185
5-th Percentile -1.2245
Q1 -0.4842
Median 0.3639
Q3 2.5973
95-th Percentile 4.4187
Maximum 6.1694
Range 9.0879
IQR 3.0815

Descriptive Statistics

Mean 0.9343
Standard Deviation 1.8307
Variance 3.3516
Sum 233572.9702
Skewness 0.6494
Kurtosis -0.7375
Coefficient of Variation 1.9595

feature_67

numerical

Distinct Count 249893
Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.9384
Minimum -7.1239
Maximum 10.48
Zeros 0
Zeros (%) 0.0%
Negatives 110071
Negatives (%) 44.0%

Quantile Statistics

Minimum -7.1239
5-th Percentile -2.5528
Q1 -0.8926
Median 0.35
Q3 2.8993
95-th Percentile 5.8063
Maximum 10.48
Range 17.6038
IQR 3.7919

Descriptive Statistics

Mean 0.9384
Standard Deviation 2.6036
Variance 6.7787
Sum 234605.0998
Skewness 0.4682
Kurtosis -0.3892
Coefficient of Variation 2.7744

feature_68

numerical

Distinct Count 249876
Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.9274
Minimum -6.823
Maximum 10.1806
Zeros 0
Zeros (%) 0.0%
Negatives 110182
Negatives (%) 44.1%

Quantile Statistics

Minimum -6.823
5-th Percentile -2.4511
Q1 -0.8631
Median 0.3433
Q3 2.8319
95-th Percentile 5.7007
Maximum 10.1806
Range 17.0036
IQR 3.695

Descriptive Statistics

Mean 0.9274
Standard Deviation 2.5449
Variance 6.4764
Sum 231847.7123
Skewness 0.483
Kurtosis -0.3986
Coefficient of Variation 2.7441

feature_69

numerical

Distinct Count 35057
Unique (%) 14.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.5749
Minimum -2.8108
Maximum 52.3283
Zeros 0
Zeros (%) 0.0%
Negatives 116472
Negatives (%) 46.6%

Quantile Statistics

Minimum -2.8108
5-th Percentile -2.8108
Q1 -1.0269
Median 0.1798
Q3 1.6856
95-th Percentile 5.0172
Maximum 52.3283
Range 55.1391
IQR 2.7124

Descriptive Statistics

Mean 0.5749
Standard Deviation 2.4595
Variance 6.0489
Sum 143734.9929
Skewness 2.0669
Kurtosis 11.4248
Coefficient of Variation 4.2778

feature_70

numerical

Distinct Count 212322
Unique (%) 84.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean -0.07336
Minimum -3.468
Maximum 99.5189
Zeros 0
Zeros (%) 0.0%
Negatives 149271
Negatives (%) 59.7%

Quantile Statistics

Minimum -3.468
5-th Percentile -3.468
Q1 -1.6464
Median -0.528
Q3 1.1657
95-th Percentile 4.4152
Maximum 99.5189
Range 102.9869
IQR 2.8121

Descriptive Statistics

Mean -0.07336
Standard Deviation 2.4011
Variance 5.7654
Sum -18340.7465
Skewness 2.2964
Kurtosis 29.3277
Coefficient of Variation -32.7294

feature_71

numerical

Distinct Count 212069
Unique (%) 84.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean -0.04569
Minimum -2.0501
Maximum 45.2256
Zeros 0
Zeros (%) 0.0%
Negatives 151383
Negatives (%) 60.6%

Quantile Statistics

Minimum -2.0501
5-th Percentile -2.0501
Q1 -1.1801
Median -0.3931
Q3 0.6389
95-th Percentile 2.9639
Maximum 45.2256
Range 47.2758
IQR 1.819

Descriptive Statistics

Mean -0.04569
Standard Deviation 1.6783
Variance 2.8167
Sum -11423.404
Skewness 2.5145
Kurtosis 17.3105
Coefficient of Variation -36.7294

feature_72

numerical

Distinct Count 231520
Unique (%) 92.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean -0.01109
Minimum -54.9656
Maximum 40.6098
Zeros 0
Zeros (%) 0.0%
Negatives 125238
Negatives (%) 50.1%

Quantile Statistics

Minimum -54.9656
5-th Percentile -1.8703
Q1 -0.5984
Median 0.005205
Q3 0.599
95-th Percentile 1.9842
Maximum 40.6098
Range 95.5754
IQR 1.1975

Descriptive Statistics

Mean -0.01109
Standard Deviation 1.6412
Variance 2.6936
Sum -2772.6692
Skewness -0.4828
Kurtosis 57.5104
Coefficient of Variation -147.9817

feature_73

numerical

Distinct Count 184619
Unique (%) 73.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean -0.01859
Minimum -40.471
Maximum 53.8144
Zeros 0
Zeros (%) 0.0%
Negatives 123135
Negatives (%) 49.2%

Quantile Statistics

Minimum -40.471
5-th Percentile -2.709
Q1 -0.7994
Median 0.0215
Q3 0.8154
95-th Percentile 2.6431
Maximum 53.8144
Range 94.2854
IQR 1.6148

Descriptive Statistics

Mean -0.01859
Standard Deviation 1.8623
Variance 3.4683
Sum -4648.2584
Skewness 0.03813
Kurtosis 27.0191
Coefficient of Variation -100.1629

feature_74

numerical

Distinct Count 219224
Unique (%) 87.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean -0.004145
Minimum -43.9905
Maximum 81.0206
Zeros 0
Zeros (%) 0.0%
Negatives 124898
Negatives (%) 50.0%

Quantile Statistics

Minimum -43.9905
5-th Percentile -1.6448
Q1 -0.4663
Median 0.006152
Q3 0.4696
95-th Percentile 1.7006
Maximum 81.0206
Range 125.011
IQR 0.9359

Descriptive Statistics

Mean -0.004145
Standard Deviation 1.4548
Variance 2.1165
Sum -1036.373
Skewness 1.3487
Kurtosis 114.6071
Coefficient of Variation -350.9406

feature_75

numerical

Distinct Count 206215
Unique (%) 82.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean -0.01408
Minimum -38.9707
Maximum 72.0563
Zeros 0
Zeros (%) 0.0%
Negatives 124875
Negatives (%) 50.0%

Quantile Statistics

Minimum -38.9707
5-th Percentile -2.1729
Q1 -0.6128
Median 0.0213
Q3 0.632
95-th Percentile 2.1237
Maximum 72.0563
Range 111.027
IQR 1.2449

Descriptive Statistics

Mean -0.01408
Standard Deviation 1.6339
Variance 2.6695
Sum -3520.352
Skewness 0.7027
Kurtosis 62.0548
Coefficient of Variation -116.0297

feature_76

numerical

Distinct Count 191257
Unique (%) 76.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean -0.01714
Minimum -36.8193
Maximum 96.0978
Zeros 0
Zeros (%) 0.0%
Negatives 123952
Negatives (%) 49.6%

Quantile Statistics

Minimum -36.8193
5-th Percentile -2.7699
Q1 -0.8294
Median 0.02415
Q3 0.8444
95-th Percentile 2.6964
Maximum 96.0978
Range 132.9171
IQR 1.6738

Descriptive Statistics

Mean -0.01714
Standard Deviation 1.9202
Variance 3.6872
Sum -4284.6277
Skewness 0.7059
Kurtosis 54.9669
Coefficient of Variation -112.0401

feature_77

numerical

Distinct Count 241009
Unique (%) 96.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean -0.2529
Minimum -41.1849
Maximum 24.5045
Zeros 0
Zeros (%) 0.0%
Negatives 136843
Negatives (%) 54.7%

Quantile Statistics

Minimum -41.1849
5-th Percentile -3.7778
Q1 -1.4408
Median -0.232
Q3 1.1163
95-th Percentile 3.3889
Maximum 24.5045
Range 65.6894
IQR 2.557

Descriptive Statistics

Mean -0.2529
Standard Deviation 2.5952
Variance 6.7352
Sum -63222.1711
Skewness -1.2985
Kurtosis 17.3832
Coefficient of Variation -10.2623

feature_78

numerical

Distinct Count 237101
Unique (%) 94.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean -0.08759
Minimum -42.6552
Maximum 30.1926
Zeros 0
Zeros (%) 0.0%
Negatives 126387
Negatives (%) 50.5%

Quantile Statistics

Minimum -42.6552
5-th Percentile -3.928
Q1 -1.3705
Median -0.0182
Q3 1.331
95-th Percentile 3.7867
Maximum 30.1926
Range 72.8478
IQR 2.7015

Descriptive Statistics

Mean -0.08759
Standard Deviation 2.6943
Variance 7.2595
Sum -21897.906
Skewness -0.7745
Kurtosis 13.6281
Coefficient of Variation -30.7603

feature_79

numerical

Distinct Count 189114
Unique (%) 75.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean -0.04594
Minimum -75.4105
Maximum 49.5752
Zeros 0
Zeros (%) 0.0%
Negatives 123135
Negatives (%) 49.2%

Quantile Statistics

Minimum -75.4105
5-th Percentile -2.5089
Q1 -0.8541
Median 0.01115
Q3 0.8387
95-th Percentile 2.4957
Maximum 49.5752
Range 124.9857
IQR 1.6928

Descriptive Statistics

Mean -0.04594
Standard Deviation 2.0123
Variance 4.0493
Sum -11485.0451
Skewness -1.8213
Kurtosis 66.1899
Coefficient of Variation -43.8023

feature_80

numerical

Distinct Count 225450
Unique (%) 90.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean -0.0289
Minimum -50.4629
Maximum 39.7456
Zeros 0
Zeros (%) 0.0%
Negatives 125576
Negatives (%) 50.2%

Quantile Statistics

Minimum -50.4629
5-th Percentile -2.4644
Q1 -0.7649
Median 0.005447
Q3 0.7627
95-th Percentile 2.6256
Maximum 39.7456
Range 90.2085
IQR 1.5276

Descriptive Statistics

Mean -0.0289
Standard Deviation 1.9377
Variance 3.7547
Sum -7225.5307
Skewness -0.7246
Kurtosis 36.304
Coefficient of Variation -67.0433

feature_81

numerical

Distinct Count 211820
Unique (%) 84.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean -0.0329
Minimum -56.2147
Maximum 56.1329
Zeros 0
Zeros (%) 0.0%
Negatives 125219
Negatives (%) 50.1%

Quantile Statistics

Minimum -56.2147
5-th Percentile -3.3054
Q1 -1.1366
Median 0.03259
Q3 1.1528
95-th Percentile 3.3573
Maximum 56.1329
Range 112.3476
IQR 2.2894

Descriptive Statistics

Mean -0.0329
Standard Deviation 2.4473
Variance 5.9892
Sum -8225.904
Skewness -0.4513
Kurtosis 29.7446
Coefficient of Variation -74.3771

feature_82

numerical

Distinct Count 196194
Unique (%) 78.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean -0.04434
Minimum -84.6998
Maximum 71.5251
Zeros 0
Zeros (%) 0.0%
Negatives 123952
Negatives (%) 49.6%

Quantile Statistics

Minimum -84.6998
5-th Percentile -2.6906
Q1 -0.904
Median 0.014
Q3 0.8748
95-th Percentile 2.629
Maximum 71.5251
Range 156.2249
IQR 1.7788

Descriptive Statistics

Mean -0.04434
Standard Deviation 2.1277
Variance 4.5269
Sum -11083.9033
Skewness -1.6758
Kurtosis 73.39
Coefficient of Variation -47.9896

feature_83

numerical

Distinct Count 243288
Unique (%) 97.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean -0.4536
Minimum -37.8765
Maximum 29.1847
Zeros 0
Zeros (%) 0.0%
Negatives 139014
Negatives (%) 55.6%

Quantile Statistics

Minimum -37.8765
5-th Percentile -5.4794
Q1 -1.952
Median -0.3521
Q3 1.366
95-th Percentile 4.1789
Maximum 29.1847
Range 67.0612
IQR 3.318

Descriptive Statistics

Mean -0.4536
Standard Deviation 3.2717
Variance 10.704
Sum -113390.5342
Skewness -0.9325
Kurtosis 8.8807
Coefficient of Variation -7.2133

feature_84

numerical

Distinct Count 229122
Unique (%) 91.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.2686
Minimum -2.0825
Maximum 43.0107
Zeros 0
Zeros (%) 0.0%
Negatives 125261
Negatives (%) 50.1%

Quantile Statistics

Minimum -2.0825
5-th Percentile -1.1338
Q1 -0.4929
Median -0.002876
Q3 0.5954
95-th Percentile 2.3148
Maximum 43.0107
Range 45.0932
IQR 1.0884

Descriptive Statistics

Mean 0.2686
Standard Deviation 1.6651
Variance 2.7724
Sum 67156.4295
Skewness 7.4398
Kurtosis 105.4741
Coefficient of Variation 6.1984

feature_85

numerical

Distinct Count 107579
Unique (%) 43.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.3427
Minimum -1.2382
Maximum 106.939
Zeros 1
Zeros (%) 0.0%
Negatives 133375
Negatives (%) 53.3%

Quantile Statistics

Minimum -1.2382
5-th Percentile -1.2382
Q1 -1.2382
Median -0.09602
Q3 1.0638
95-th Percentile 3.9871
Maximum 106.939
Range 108.1772
IQR 2.302

Descriptive Statistics

Mean 0.3427
Standard Deviation 2.2073
Variance 4.8723
Sum 85673.7367
Skewness 5.8535
Kurtosis 116.5651
Coefficient of Variation 6.4411

feature_86

numerical

Distinct Count 204628
Unique (%) 81.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.1935
Minimum -1.2946
Maximum 88.2853
Zeros 0
Zeros (%) 0.0%
Negatives 136334
Negatives (%) 54.5%

Quantile Statistics

Minimum -1.2946
5-th Percentile -0.9965
Q1 -0.5034
Median -0.08168
Q3 0.4673
95-th Percentile 2.0634
Maximum 88.2853
Range 89.5799
IQR 0.9707

Descriptive Statistics

Mean 0.1935
Standard Deviation 1.4756
Variance 2.1774
Sum 48378.7949
Skewness 8.5418
Kurtosis 183.608
Coefficient of Variation 7.6253

feature_87

numerical

Distinct Count 170875
Unique (%) 68.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.1529
Minimum -2.3212
Maximum 101.0384
Zeros 0
Zeros (%) 0.0%
Negatives 138336
Negatives (%) 55.3%

Quantile Statistics

Minimum -2.3212
5-th Percentile -2.3212
Q1 -1.1265
Median -0.2033
Q3 0.9299
95-th Percentile 3.7175
Maximum 101.0384
Range 103.3596
IQR 2.0565

Descriptive Statistics

Mean 0.1529
Standard Deviation 2.1769
Variance 4.7389
Sum 38233.3063
Skewness 4.6919
Kurtosis 78.221
Coefficient of Variation 14.2343

feature_88

numerical

Distinct Count 127115
Unique (%) 50.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.265
Minimum -1.6419
Maximum 176.0264
Zeros 0
Zeros (%) 0.0%
Negatives 136433
Negatives (%) 54.6%

Quantile Statistics

Minimum -1.6419
5-th Percentile -1.6419
Q1 -1.6419
Median -0.1676
Q3 1.0331
95-th Percentile 3.9234
Maximum 176.0264
Range 177.6682
IQR 2.675

Descriptive Statistics

Mean 0.265
Standard Deviation 2.2742
Variance 5.1719
Sum 66240.8295
Skewness 7.2964
Kurtosis 253.49
Coefficient of Variation 8.583

feature_89

numerical

Distinct Count 244063
Unique (%) 97.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.6334
Minimum -3.6385
Maximum 45.0312
Zeros 0
Zeros (%) 0.0%
Negatives 105323
Negatives (%) 42.1%

Quantile Statistics

Minimum -3.6385
5-th Percentile -1.3832
Q1 -0.5607
Median 0.264
Q3 1.2067
95-th Percentile 3.5935
Maximum 45.0312
Range 48.6697
IQR 1.7673

Descriptive Statistics

Mean 0.6334
Standard Deviation 2.2898
Variance 5.2431
Sum 158345.2643
Skewness 5.9167
Kurtosis 64.9156
Coefficient of Variation 3.6152

feature_90

numerical

Distinct Count 235534
Unique (%) 94.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.8944
Minimum -3.5727
Maximum 37.7803
Zeros 1
Zeros (%) 0.0%
Negatives 96575
Negatives (%) 38.6%

Quantile Statistics

Minimum -3.5727
5-th Percentile -1.7209
Q1 -0.5563
Median 0.4623
Q3 1.824
95-th Percentile 4.8098
Maximum 37.7803
Range 41.353
IQR 2.3803

Descriptive Statistics

Mean 0.8944
Standard Deviation 2.2872
Variance 5.2312
Sum 223594.4853
Skewness 2.3463
Kurtosis 12.8637
Coefficient of Variation 2.5573

feature_91

numerical

Distinct Count 109425
Unique (%) 43.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.6687
Minimum -1.5156
Maximum 97.9925
Zeros 0
Zeros (%) 0.0%
Negatives 121971
Negatives (%) 48.8%

Quantile Statistics

Minimum -1.5156
5-th Percentile -1.5156
Q1 -1.5156
Median 0.09128
Q3 1.7796
95-th Percentile 5.5179
Maximum 97.9925
Range 99.5081
IQR 3.2952

Descriptive Statistics

Mean 0.6687
Standard Deviation 2.9444
Variance 8.6693
Sum 167174.6514
Skewness 4.5267
Kurtosis 56.0428
Coefficient of Variation 4.4031

feature_92

numerical

Distinct Count 212602
Unique (%) 85.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.656
Minimum -2.1159
Maximum 52.7926
Zeros 0
Zeros (%) 0.0%
Negatives 104485
Negatives (%) 41.8%

Quantile Statistics

Minimum -2.1159
5-th Percentile -1.5565
Q1 -0.563
Median 0.2717
Q3 1.3601
95-th Percentile 4.1473
Maximum 52.7926
Range 54.9085
IQR 1.9231

Descriptive Statistics

Mean 0.656
Standard Deviation 2.0292
Variance 4.1177
Sum 163999.4178
Skewness 3.2136
Kurtosis 28.0513
Coefficient of Variation 3.0933

feature_93

numerical

Distinct Count 175756
Unique (%) 70.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.6169
Minimum -1.7463
Maximum 76.5445
Zeros 0
Zeros (%) 0.0%
Negatives 110483
Negatives (%) 44.2%

Quantile Statistics

Minimum -1.7463
5-th Percentile -1.7463
Q1 -0.697
Median 0.1984
Q3 1.3264
95-th Percentile 4.1897
Maximum 76.5445
Range 78.2908
IQR 2.0234

Descriptive Statistics

Mean 0.6169
Standard Deviation 2.2395
Variance 5.0155
Sum 154218.9192
Skewness 4.4115
Kurtosis 58.1078
Coefficient of Variation 3.6304

feature_94

numerical

Distinct Count 129035
Unique (%) 51.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.5656
Minimum -1.0869
Maximum 121.2177
Zeros 0
Zeros (%) 0.0%
Negatives 118368
Negatives (%) 47.3%

Quantile Statistics

Minimum -1.0869
5-th Percentile -1.0869
Q1 -1.0869
Median 0.1051
Q3 1.1707
95-th Percentile 4.0599
Maximum 121.2177
Range 122.3046
IQR 2.2576

Descriptive Statistics

Mean 0.5656
Standard Deviation 2.2934
Variance 5.2596
Sum 141408.3323
Skewness 6.9636
Kurtosis 139.1627
Coefficient of Variation 4.0545

feature_95

numerical

Distinct Count 245491
Unique (%) 98.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 1.4817
Minimum -5.2559
Maximum 36.2874
Zeros 0
Zeros (%) 0.0%
Negatives 82429
Negatives (%) 33.0%

Quantile Statistics

Minimum -5.2559
5-th Percentile -1.8202
Q1 -0.383
Median 0.8471
Q3 2.659
95-th Percentile 6.7994
Maximum 36.2874
Range 41.5433
IQR 3.0421

Descriptive Statistics

Mean 1.4817
Standard Deviation 2.8983
Variance 8.4
Sum 370418.8081
Skewness 2.1773
Kurtosis 10.9689
Coefficient of Variation 1.9561

feature_96

numerical

Distinct Count 230214
Unique (%) 92.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.2703
Minimum -2.6274
Maximum 54.6183
Zeros 0
Zeros (%) 0.0%
Negatives 125735
Negatives (%) 50.3%

Quantile Statistics

Minimum -2.6274
5-th Percentile -1.4218
Q1 -0.603
Median -0.006368
Q3 0.7027
95-th Percentile 2.5404
Maximum 54.6183
Range 57.2457
IQR 1.3056

Descriptive Statistics

Mean 0.2703
Standard Deviation 1.8218
Variance 3.3189
Sum 67562.6536
Skewness 6.7815
Kurtosis 94.9966
Coefficient of Variation 6.7411

feature_97

numerical

Distinct Count 109631
Unique (%) 43.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.3292
Minimum -1.3389
Maximum 70.5888
Zeros 0
Zeros (%) 0.0%
Negatives 134394
Negatives (%) 53.8%

Quantile Statistics

Minimum -1.3389
5-th Percentile -1.3389
Q1 -1.3389
Median -0.1195
Q3 1.0728
95-th Percentile 4.1884
Maximum 70.5888
Range 71.9277
IQR 2.4116

Descriptive Statistics

Mean 0.3292
Standard Deviation 2.2415
Variance 5.0241
Sum 82304.9231
Skewness 4.1535
Kurtosis 43.9342
Coefficient of Variation 6.8084

feature_98

numerical

Distinct Count 206726
Unique (%) 82.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.1564
Minimum -2.1755
Maximum 48.9023
Zeros 0
Zeros (%) 0.0%
Negatives 137285
Negatives (%) 54.9%

Quantile Statistics

Minimum -2.1755
5-th Percentile -1.6498
Q1 -0.7986
Median -0.1383
Q3 0.6922
95-th Percentile 2.7082
Maximum 48.9023
Range 51.0779
IQR 1.4909

Descriptive Statistics

Mean 0.1564
Standard Deviation 1.7616
Variance 3.1033
Sum 39101.2116
Skewness 4.943
Kurtosis 56.9758
Coefficient of Variation 11.2632

feature_99

numerical

Distinct Count 173554
Unique (%) 69.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.2126
Minimum -1.2578
Maximum 63.3773
Zeros 0
Zeros (%) 0.0%
Negatives 138978
Negatives (%) 55.6%

Quantile Statistics

Minimum -1.2578
5-th Percentile -1.2578
Q1 -0.6407
Median -0.1238
Q3 0.6048
95-th Percentile 2.7607
Maximum 63.3773
Range 64.635
IQR 1.2455

Descriptive Statistics

Mean 0.2126
Standard Deviation 1.6007
Variance 2.5622
Sum 53147.375
Skewness 5.8485
Kurtosis 79.2122
Coefficient of Variation 7.5295

feature_100

numerical

Distinct Count 129117
Unique (%) 51.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.279
Minimum -1.194
Maximum 58.3188
Zeros 0
Zeros (%) 0.0%
Negatives 137678
Negatives (%) 55.1%

Quantile Statistics

Minimum -1.194
5-th Percentile -1.194
Q1 -1.194
Median -0.1297
Q3 0.8234
95-th Percentile 3.3566
Maximum 58.3188
Range 59.5128
IQR 2.0174

Descriptive Statistics

Mean 0.279
Standard Deviation 1.8844
Variance 3.5511
Sum 69758.6143
Skewness 5.1228
Kurtosis 64.486
Coefficient of Variation 6.7534

feature_101

numerical

Distinct Count 244699
Unique (%) 97.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.6353
Minimum -2.8501
Maximum 45.3271
Zeros 0
Zeros (%) 0.0%
Negatives 103884
Negatives (%) 41.5%

Quantile Statistics

Minimum -2.8501
5-th Percentile -1.1613
Q1 -0.4757
Median 0.2512
Q3 1.0855
95-th Percentile 3.4688
Maximum 45.3271
Range 48.1772
IQR 1.5613

Descriptive Statistics

Mean 0.6353
Standard Deviation 2.2703
Variance 5.1542
Sum 158828.794
Skewness 6.8186
Kurtosis 79.336
Coefficient of Variation 3.5735

feature_102

numerical

Distinct Count 236752
Unique (%) 94.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 1.0066
Minimum -4.6609
Maximum 42.9759
Zeros 0
Zeros (%) 0.0%
Negatives 96985
Negatives (%) 38.8%

Quantile Statistics

Minimum -4.6609
5-th Percentile -2.1802
Q1 -0.6781
Median 0.5534
Q3 2.1785
95-th Percentile 5.5293
Maximum 42.9759
Range 47.6367
IQR 2.8567

Descriptive Statistics

Mean 1.0066
Standard Deviation 2.6612
Variance 7.0818
Sum 251655.325
Skewness 2.2831
Kurtosis 14.5147
Coefficient of Variation 2.6437

feature_103

numerical

Distinct Count 111769
Unique (%) 44.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.6119
Minimum -0.9402
Maximum 130.7642
Zeros 0
Zeros (%) 0.0%
Negatives 121826
Negatives (%) 48.7%

Quantile Statistics

Minimum -0.9402
5-th Percentile -0.9402
Q1 -0.9402
Median 0.05479
Q3 1.2395
95-th Percentile 4.2921
Maximum 130.7642
Range 131.7044
IQR 2.1797

Descriptive Statistics

Mean 0.6119
Standard Deviation 2.5582
Variance 6.5443
Sum 152982.5819
Skewness 8.7458
Kurtosis 186.7172
Coefficient of Variation 4.1805

feature_104

numerical

Distinct Count 214708
Unique (%) 85.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.6288
Minimum -1.6522
Maximum 49.3796
Zeros 0
Zeros (%) 0.0%
Negatives 104987
Negatives (%) 42.0%

Quantile Statistics

Minimum -1.6522
5-th Percentile -1.2172
Q1 -0.4436
Median 0.2373
Q3 1.186
95-th Percentile 3.7796
Maximum 49.3796
Range 51.0318
IQR 1.6297

Descriptive Statistics

Mean 0.6288
Standard Deviation 1.8804
Variance 3.536
Sum 157199.1079
Skewness 3.9938
Kurtosis 37.4146
Coefficient of Variation 2.9905

feature_105

numerical

Distinct Count 178477
Unique (%) 71.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.6082
Minimum -1.5102
Maximum 65.4716
Zeros 0
Zeros (%) 0.0%
Negatives 110842
Negatives (%) 44.3%

Quantile Statistics

Minimum -1.5102
5-th Percentile -1.5102
Q1 -0.5953
Median 0.189
Q3 1.1965
95-th Percentile 3.98
Maximum 65.4716
Range 66.9818
IQR 1.7918

Descriptive Statistics

Mean 0.6082
Standard Deviation 2.1621
Variance 4.6745
Sum 152049.5773
Skewness 4.8944
Kurtosis 57.9085
Coefficient of Variation 3.5549

feature_106

numerical

Distinct Count 131320
Unique (%) 52.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.6354
Minimum -1.7817
Maximum 134.6743
Zeros 0
Zeros (%) 0.0%
Negatives 118483
Negatives (%) 47.4%

Quantile Statistics

Minimum -1.7817
5-th Percentile -1.7817
Q1 -1.7817
Median 0.1639
Q3 1.6353
95-th Percentile 5.1113
Maximum 134.6743
Range 136.456
IQR 3.417

Descriptive Statistics

Mean 0.6354
Standard Deviation 2.9368
Variance 8.6249
Sum 158853.8387
Skewness 6.0082
Kurtosis 106.282
Coefficient of Variation 4.6219

feature_107

numerical

Distinct Count 246156
Unique (%) 98.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 1.5222
Minimum -4.8788
Maximum 39.6326
Zeros 0
Zeros (%) 0.0%
Negatives 81294
Negatives (%) 32.5%

Quantile Statistics

Minimum -4.8788
5-th Percentile -1.7468
Q1 -0.3514
Median 0.8916
Q3 2.6587
95-th Percentile 6.8926
Maximum 39.6326
Range 44.5113
IQR 3.01

Descriptive Statistics

Mean 1.5222
Standard Deviation 2.9344
Variance 8.6107
Sum 380557.2299
Skewness 2.2834
Kurtosis 12.183
Coefficient of Variation 1.9277

feature_108

numerical

Distinct Count 239308
Unique (%) 95.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.2444
Minimum -5.4277
Maximum 48.4447
Zeros 0
Zeros (%) 0.0%
Negatives 125963
Negatives (%) 50.4%

Quantile Statistics

Minimum -5.4277
5-th Percentile -2.1746
Q1 -0.9063
Median -0.008799
Q3 0.9548
95-th Percentile 3.2578
Maximum 48.4447
Range 53.8724
IQR 1.861

Descriptive Statistics

Mean 0.2444
Standard Deviation 2.1587
Variance 4.66
Sum 61104.5049
Skewness 4.5989
Kurtosis 51.8768
Coefficient of Variation 8.832

feature_109

numerical

Distinct Count 166163
Unique (%) 66.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean -0.02331
Minimum -3.5485
Maximum 70.6477
Zeros 0
Zeros (%) 0.0%
Negatives 146082
Negatives (%) 58.4%

Quantile Statistics

Minimum -3.5485
5-th Percentile -2.7366
Q1 -1.4745
Median -0.3765
Q3 0.9705
95-th Percentile 3.9008
Maximum 70.6477
Range 74.1962
IQR 2.4451

Descriptive Statistics

Mean -0.02331
Standard Deviation 2.3519
Variance 5.5312
Sum -5828.4013
Skewness 3.135
Kurtosis 32.6203
Coefficient of Variation -100.8789

feature_110

numerical

Distinct Count 225027
Unique (%) 90.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.1606
Minimum -1.9901
Maximum 57.5218
Zeros 0
Zeros (%) 0.0%
Negatives 139043
Negatives (%) 55.6%

Quantile Statistics

Minimum -1.9901
5-th Percentile -1.0992
Q1 -0.5436
Median -0.1012
Q3 0.469
95-th Percentile 2.1016
Maximum 57.5218
Range 59.5119
IQR 1.0126

Descriptive Statistics

Mean 0.1606
Standard Deviation 1.4494
Variance 2.1009
Sum 40145.5143
Skewness 6.7152
Kurtosis 98.5081
Coefficient of Variation 9.0262

feature_111

numerical

Distinct Count 205380
Unique (%) 82.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.1335
Minimum -1.8389
Maximum 56.1416
Zeros 0
Zeros (%) 0.0%
Negatives 143715
Negatives (%) 57.5%

Quantile Statistics

Minimum -1.8389
5-th Percentile -1.2212
Q1 -0.6417
Median -0.159
Q3 0.5128
95-th Percentile 2.4845
Maximum 56.1416
Range 57.9805
IQR 1.1545

Descriptive Statistics

Mean 0.1335
Standard Deviation 1.4776
Variance 2.1832
Sum 33364.221
Skewness 5.7349
Kurtosis 78.0511
Coefficient of Variation 11.0716

feature_112

numerical

Distinct Count 179101
Unique (%) 71.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean -0.0504
Minimum -3.8073
Maximum 108.9117
Zeros 0
Zeros (%) 0.0%
Negatives 146546
Negatives (%) 58.6%

Quantile Statistics

Minimum -3.8073
5-th Percentile -2.8066
Q1 -1.4699
Median -0.3698
Q3 0.9354
95-th Percentile 3.7805
Maximum 108.9117
Range 112.719
IQR 2.4053

Descriptive Statistics

Mean -0.0504
Standard Deviation 2.3153
Variance 5.3606
Sum -12599.7256
Skewness 3.3706
Kurtosis 49.4556
Coefficient of Variation -45.9395

feature_113

numerical

Distinct Count 248552
Unique (%) 99.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.7055
Minimum -4.4011
Maximum 46.7018
Zeros 0
Zeros (%) 0.0%
Negatives 104418
Negatives (%) 41.8%

Quantile Statistics

Minimum -4.4011
5-th Percentile -1.6502
Q1 -0.6777
Median 0.3208
Q3 1.4237
95-th Percentile 4.1338
Maximum 46.7018
Range 51.1028
IQR 2.1015

Descriptive Statistics

Mean 0.7055
Standard Deviation 2.5164
Variance 6.3325
Sum 176373.0016
Skewness 5.3566
Kurtosis 55.1754
Coefficient of Variation 3.5669

feature_114

numerical

Distinct Count 243943
Unique (%) 97.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.9342
Minimum -5.1065
Maximum 37.0275
Zeros 0
Zeros (%) 0.0%
Negatives 96060
Negatives (%) 38.4%

Quantile Statistics

Minimum -5.1065
5-th Percentile -1.7664
Q1 -0.5726
Median 0.4843
Q3 1.9201
95-th Percentile 4.9239
Maximum 37.0275
Range 42.1339
IQR 2.4927

Descriptive Statistics

Mean 0.9342
Standard Deviation 2.3509
Variance 5.5266
Sum 233558.8522
Skewness 2.3644
Kurtosis 13.7709
Coefficient of Variation 2.5164

feature_115

numerical

Distinct Count 172693
Unique (%) 69.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.6035
Minimum -2.9226
Maximum 90.2292
Zeros 0
Zeros (%) 0.0%
Negatives 114393
Negatives (%) 45.8%

Quantile Statistics

Minimum -2.9226
5-th Percentile -2.0311
Q1 -0.7664
Median 0.18
Q3 1.3769
95-th Percentile 4.5736
Maximum 90.2292
Range 93.1518
IQR 2.1433

Descriptive Statistics

Mean 0.6035
Standard Deviation 2.5783
Variance 6.6478
Sum 150875.5958
Skewness 5.1399
Kurtosis 69.0541
Coefficient of Variation 4.2723

feature_116

numerical

Distinct Count 233040
Unique (%) 93.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.7536
Minimum -4.2911
Maximum 41.2373
Zeros 0
Zeros (%) 0.0%
Negatives 103283
Negatives (%) 41.3%

Quantile Statistics

Minimum -4.2911
5-th Percentile -1.925
Q1 -0.6706
Median 0.352
Q3 1.6954
95-th Percentile 4.6957
Maximum 41.2373
Range 45.5284
IQR 2.3659

Descriptive Statistics

Mean 0.7536
Standard Deviation 2.2887
Variance 5.2381
Sum 188411.0029
Skewness 2.3108
Kurtosis 13.7612
Coefficient of Variation 3.0368

feature_117

numerical

Distinct Count 214038
Unique (%) 85.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.7305
Minimum -4.1593
Maximum 51.1378
Zeros 0
Zeros (%) 0.0%
Negatives 106975
Negatives (%) 42.8%

Quantile Statistics

Minimum -4.1593
5-th Percentile -2.1982
Q1 -0.7899
Median 0.3421
Q3 1.7307
95-th Percentile 4.9823
Maximum 51.1378
Range 55.2971
IQR 2.5206

Descriptive Statistics

Mean 0.7305
Standard Deviation 2.5168
Variance 6.3343
Sum 182621.286
Skewness 2.5736
Kurtosis 17.8086
Coefficient of Variation 3.4454

feature_118

numerical

Distinct Count 186422
Unique (%) 74.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.6313
Minimum -3.2025
Maximum 84.981
Zeros 0
Zeros (%) 0.0%
Negatives 112326
Negatives (%) 44.9%

Quantile Statistics

Minimum -3.2025
5-th Percentile -2.0132
Q1 -0.7706
Median 0.2054
Q3 1.4637
95-th Percentile 4.6685
Maximum 84.981
Range 88.1835
IQR 2.2343

Descriptive Statistics

Mean 0.6313
Standard Deviation 2.5231
Variance 6.3658
Sum 157814.9414
Skewness 4.4504
Kurtosis 55.1902
Coefficient of Variation 3.9969

feature_119

numerical

Distinct Count 249413
Unique (%) 99.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 1.2945
Minimum -3.3529
Maximum 35.2169
Zeros 0
Zeros (%) 0.0%
Negatives 81564
Negatives (%) 32.6%

Quantile Statistics

Minimum -3.3529
5-th Percentile -1.2648
Q1 -0.2657
Median 0.6614
Q3 2.1399
95-th Percentile 5.8509
Maximum 35.2169
Range 38.5698
IQR 2.4056

Descriptive Statistics

Mean 1.2945
Standard Deviation 2.5034
Variance 6.2672
Sum 323618.4954
Skewness 2.7366
Kurtosis 16.211
Coefficient of Variation 1.9339

feature_120

numerical

Distinct Count 250000
Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.6016
Minimum -4.4717
Maximum 36.5432
Zeros 1
Zeros (%) 0.0%
Negatives 115105
Negatives (%) 46.0%

Quantile Statistics

Minimum -4.4717
5-th Percentile -1.694
Q1 -0.8496
Median 0.1678
Q3 1.626
95-th Percentile 4.4709
Maximum 36.5432
Range 41.0149
IQR 2.4755

Descriptive Statistics

Mean 0.6016
Standard Deviation 1.9778
Variance 3.9116
Sum 150402.1836
Skewness 1.5731
Kurtosis 5.5017
Coefficient of Variation 3.2875

feature_121

numerical

Distinct Count 250000
Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean -0.1606
Minimum -6.0278
Maximum 20.0168
Zeros 0
Zeros (%) 0.0%
Negatives 144888
Negatives (%) 58.0%

Quantile Statistics

Minimum -6.0278
5-th Percentile -2.7965
Q1 -1.457
Median -0.3589
Q3 0.9198
95-th Percentile 3.1312
Maximum 20.0168
Range 26.0446
IQR 2.3768

Descriptive Statistics

Mean -0.1606
Standard Deviation 1.8794
Variance 3.5322
Sum -40155.1728
Skewness 0.8779
Kurtosis 2.4758
Coefficient of Variation -11.701

feature_122

numerical

Distinct Count 247746
Unique (%) 99.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.6664
Minimum -5.3813
Maximum 48.1252
Zeros 0
Zeros (%) 0.0%
Negatives 113102
Negatives (%) 45.2%

Quantile Statistics

Minimum -5.3813
5-th Percentile -1.9361
Q1 -0.847
Median 0.2131
Q3 1.7307
95-th Percentile 4.7971
Maximum 48.1252
Range 53.5065
IQR 2.5777

Descriptive Statistics

Mean 0.6664
Standard Deviation 2.1833
Variance 4.7668
Sum 166610.8784
Skewness 1.7853
Kurtosis 8.8528
Coefficient of Variation 3.2761

feature_123

numerical

Distinct Count 247969
Unique (%) 99.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean -0.00092031
Minimum -5.8408
Maximum 45.3178
Zeros 0
Zeros (%) 0.0%
Negatives 136885
Negatives (%) 54.8%

Quantile Statistics

Minimum -5.8408
5-th Percentile -2.3969
Q1 -1.1658
Median -0.1905
Q3 0.9486
95-th Percentile 2.9638
Maximum 45.3178
Range 51.1586
IQR 2.1144

Descriptive Statistics

Mean -0.00092031
Standard Deviation 1.7493
Variance 3.0599
Sum -230.0763
Skewness 1.6539
Kurtosis 16.1485
Coefficient of Variation -1900.7442

feature_124

numerical

Distinct Count 250000
Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.5709
Minimum -3.9441
Maximum 39.4891
Zeros 0
Zeros (%) 0.0%
Negatives 115517
Negatives (%) 46.2%

Quantile Statistics

Minimum -3.9441
5-th Percentile -1.4794
Q1 -0.7566
Median 0.1483
Q3 1.4752
95-th Percentile 4.1367
Maximum 39.4891
Range 43.4333
IQR 2.2318

Descriptive Statistics

Mean 0.5709
Standard Deviation 1.8387
Variance 3.381
Sum 142722.7021
Skewness 1.821
Kurtosis 7.7426
Coefficient of Variation 3.2208

feature_125

numerical

Distinct Count 250000
Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean -0.2427
Minimum -6.5684
Maximum 18.9844
Zeros 0
Zeros (%) 0.0%
Negatives 147400
Negatives (%) 59.0%

Quantile Statistics

Minimum -6.5684
5-th Percentile -3.0373
Q1 -1.5806
Median -0.426
Q3 0.9055
95-th Percentile 3.0873
Maximum 18.9844
Range 25.5528
IQR 2.4861

Descriptive Statistics

Mean -0.2427
Standard Deviation 1.9456
Variance 3.7852
Sum -60678.9262
Skewness 0.8092
Kurtosis 2.5794
Coefficient of Variation -8.0158

feature_126

numerical

Distinct Count 250000
Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.7259
Minimum -7.7536
Maximum 51.9364
Zeros 0
Zeros (%) 0.0%
Negatives 114199
Negatives (%) 45.7%

Quantile Statistics

Minimum -7.7536
5-th Percentile -2.4818
Q1 -1.1463
Median 0.2525
Q3 2.1247
95-th Percentile 5.6313
Maximum 51.9364
Range 59.69
IQR 3.271

Descriptive Statistics

Mean 0.7259
Standard Deviation 2.5967
Variance 6.7429
Sum 181463.2061
Skewness 1.3799
Kurtosis 4.8675
Coefficient of Variation 3.5775

feature_127

numerical

Distinct Count 249996
Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean -0.1105
Minimum -5.4291
Maximum 25.2455
Zeros 0
Zeros (%) 0.0%
Negatives 145421
Negatives (%) 58.2%

Quantile Statistics

Minimum -5.4291
5-th Percentile -2.2269
Q1 -1.1494
Median -0.2827
Q3 0.7304
95-th Percentile 2.5739
Maximum 25.2455
Range 30.6746
IQR 1.8798

Descriptive Statistics

Mean -0.1105
Standard Deviation 1.5461
Variance 2.3904
Sum -27615.6248
Skewness 1.2586
Kurtosis 6.5437
Coefficient of Variation -13.9965

feature_128

numerical

Distinct Count 249922
Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean 0.7073
Minimum -6.0742
Maximum 51.1904
Zeros 0
Zeros (%) 0.0%
Negatives 113123
Negatives (%) 45.2%

Quantile Statistics

Minimum -6.0742
5-th Percentile -2.1859
Q1 -0.9826
Median 0.2451
Q3 1.9277
95-th Percentile 5.242
Maximum 51.1904
Range 57.2646
IQR 2.9102

Descriptive Statistics

Mean 0.7073
Standard Deviation 2.3864
Variance 5.6951
Sum 176828.9173
Skewness 1.589
Kurtosis 6.8689
Coefficient of Variation 3.3739

feature_129

numerical

Distinct Count 249707
Unique (%) 99.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 3.8 MB
Mean -0.0339
Minimum -4.8554
Maximum 45.3925
Zeros 0
Zeros (%) 0.0%
Negatives 141079
Negatives (%) 56.4%

Quantile Statistics

Minimum -4.8554
5-th Percentile -2.1148
Q1 -1.0545
Median -0.2143
Q3 0.7787
95-th Percentile 2.6131
Maximum 45.3925
Range 50.2478
IQR 1.8331

Descriptive Statistics

Mean -0.0339
Standard Deviation 1.549
Variance 2.3993
Sum -8475.3549
Skewness 1.8487
Kurtosis 19.0405
Coefficient of Variation -45.6905

Interactions

Correlations

Missing Values